Items related to Image Segmentation and Mesh Generation: Based on Feature-Sen...

Image Segmentation and Mesh Generation: Based on Feature-Sensitive and Adaptive Image Triangulation - Softcover

XU, Ming

 
9783330325975: Image Segmentation and Mesh Generation: Based on Feature-Sensitive and Adaptive Image Triangulation
Softcover
ISBN 10: 3330325976 ISBN 13: 9783330325975
Publisher: LAP LAMBERT Academic Publishing, 2017

Synopsis

In this book, we investigate a super-pixel based scheme that integrates both image segmentation and mesh generation into a single method, making mesh generation truly an image-incorporated approach. Our method, called image content-aware mesh generation, consists of several main steps. First, we generate a set of feature-sensitive and adaptively distributed points from 2D grayscale images or 3D volumes. Second, a Delaunay-triangulation generator (2D) or tetrahedral mesh generator (3D) is then utilized to generate a 2D triangulation or 3D tetrahedral mesh. A graph-cut method is then applied to the graph to define the boundary between two subsets of the graph, resulting in good boundary segmentations with high-quality meshes.

"synopsis" may belong to another edition of this title.

About the Author

Dr. Ming Xu graduated from Fudan University and the University of Shanghai for Science and Technology. He received the Ph.D. degree in computer science from the University of Wisconsin-Milwaukee, Wisconsin, in December 2016. His research interests include image processing and segmentation.

"About this title" may belong to another edition of this title.

Publisher
LAP LAMBERT Academic Publishing
Publication date
2017
Language
English
ISBN 10 
3330325976
ISBN 13 
9783330325975
Binding
Paperback
Number of pages
120
Editor
Lin Yu